Flame filtering and perimeter localization of wildfires using aerial thermal imagery

Airborne thermal infrared (TIR) imaging systems are being increasingly used for wild fire tactical monitoring since they show important advantages over spaceborne platforms and visible sensors while becoming much more affordable and much lighter than multispectral cameras. However, the analysis of aerial TIR images entails a number of difficulties which have thus far prevented monitoring tasks from being totally automated. One of these issues that needs to be addressed is the appearance of flame projections during the geo-correction of off-nadir images. Filtering these flames is essential in order to accurately estimate the geographical location of the fuel burning interface. Therefore, we present a methodology which allows the automatic localisation of the active fire contour free of flame projections. The actively burning area is detected in TIR georeferenced images through a combination of intensity thresholding techniques, morphological processing and active contours. Subsequently, flame projections are filtered out by the temporal frequency analysis of the appropriate contour descriptors. The proposed algorithm was tested on footages acquired during three large-scale field experimental burns. Results suggest this methodology may be suitable to automatise the acquisition of quantitative data about the fire evolution. As future work, a revision of the low-pass filter implemented for the temporal analysis (currently a median filter) was recommended. The availability of up-to-date information about the fire state would improve situational awareness during an emergency response and may be used to calibrate data-driven simulators capable of emitting short-term accurate forecasts of the subsequent fire evolution.Postprint (author's final draft

Revolving doors and conflicts of interest in health regulatory agencies in Brazil

Regulatory health agencies exist in most public health systems (PHS) and play a crucial role in enacting regulation and overseeing economic activities in order to ensure the quality of health systems, goods and services.1 Multiple practices of corruption such as bribery or fraud have been reported in health policy and systems.2 Public health agencies are particularly susceptible to ‘regulatory capture’,3 4 a process by which an agency advances the special interests of the industries and of other actors it is entrusted with regulating. One of the mechanisms that can potentially lead to an agency capture is the so-called ‘revolving door’,5 the situation where an exchange of roles between public regulators and regulated institutions may result in health policy decisions which are biased in favour of industry interests. Revolving doors have previously been described in the USA and Europe, with an emphasis on legislative, energy, financial and patent agencies. However, there is little empirical evidence on the scale and scope of this problem in PHS. In this commentary, we explore the extent of the revolving doors phenomenon in Brazil by analysing the professional trajectories of public agents who held high positions at the two key health regulatory agencies in the country between 1999 and 2018

Flavonoid intake and the risk of age-related cataract in China’s Heilongjiang Province

Background/Objectives: Epidemiological evidence suggests that diets rich in flavonoids may reduce the risk of developing age-related cataract (ARC). Flavonoids are widely distributed in foods of plant origin and the objective of this study was to evaluate retrospectively the association between the intakes of the five flavonoid subclasses and the risk of ARC.  Subjects/Methods: A population-based case-control study (249 cases and 66 controls) was carried out in Heilongjiang province, which is located in the Northeast of China, and where intakes and availability of fresh vegetables and fruits can be limited. Dietary data gathered by food-frequency questionnaire (FFQ) were used to calculate flavonoid intake. Adjusted odds ratio (OR) and 95% confidence interval (CI) were estimated by logistic regression.  Results: No linear associations between risk of developing ARC and intakes of total dietary flavonoids, anthocyanidins, flavon-3-ol, flavanone, total flavones or total flavonols were found, but quercetin and isorhamnetin intake was inversely associated with ARC risk (OR 11.78, 95% CI: 1.62-85.84, P<0.05, and OR 6.99, 95% CI:1.12-43.44, P<0.05, quartile 4 vs quartile 1, respectively).  Conclusion: As quercetin is contained in many plant foods and isorhamnetin is only contained in very few foods, we concluded that higher quercetin intake may be an important dietary factor in the reduction of risk of age-related cataract

Technological dependence and outsourcing for innovation in journalism in Spanish media outlets (2014-2021)

Periodismo y tecnología siempre han ido de la mano, pero el creciente avance técnico y su consiguiente fascinación ha degenerado en una falta de perspectiva crítica. Este estudio combina metodologías cuantitativas y cualitativas para arrojar luz sobre esta intersección, con la innovación como eje central. En primer lugar, se identificaron las organizaciones periodísticas más destacadas en el ecosistema español en los últimos años (2014-2021). A continuación, se rastrearon todas las innovaciones que habían implementado en ese periodo. Finalmente, se analizó el peso de la tecnología en sus innovaciones a partir de tres variables: la autoría, la evolución temporal y la naturaleza de las organizaciones. Los resultados revelan que aproximadamente dos terceras partes de las innovaciones adoptadas tienen relación con la tecnología, lo que corrobora su importancia para el avance del periodismo. Sin embargo, se confirma la existencia de un gran número de iniciativas independientes del progreso técnico, sobre todo en el ámbito organizacional. En cuanto a la autoría, predominan las tecnologías ajenas, que presentan un pico en el año 2020 como respuesta a la crisis sanitaria. Estos hallazgos permiten ahondar en la interrelación entre la innovación tecnológica y el contexto social y en la dependencia de los gigantes tecnológicosJournalism and technology have always gone hand in hand, but the growth of technological progress and the resulting fascination have led to a lack of critical perspective. This study combines quantitative and qualitative methodologies to shed light on this intersection, with innovation at its core. First, the most prominent news organizations in the Spanish ecosystem in recent years (2014-2021) were identified. Next, all the innovations they implemented during that period were tracked. Lastly, the weight of technology in their innovations was analyzed using three variables: creator, change over time, and the nature of the organizations. The results reveal that approximately twothirds of the innovations implemented are linked to technology, thereby corroborating its importance for progress in journalism. However, the results also confirm the existence of many initiatives independent of technological progress, particularly in the organizational sphere. In terms of the creators, third-party technologies predominate, with a spike in 2020 in response to the health crisis. These findings allow us to delve into the correlation between technological innovation, the social context and the reliance on big tech

Image similarity metrics suitable for infrared video stabilization during active wildfire monitoring : a comparative analysis

Aerial Thermal Infrared (TIR) imagery has demonstrated tremendous potential to monitor active forest fires and acquire detailed information about fire behavior. However, aerial video is usually unstable and requires inter-frame registration before further processing. Measurement of image misalignment is an essential operation for video stabilization. Misalignment can usually be estimated through image similarity, although image similarity metrics are also sensitive to other factors such as changes in the scene and lighting conditions. Therefore, this article presents a thorough analysis of image similarity measurement techniques useful for inter-frame registration in wildfire thermal video. Image similarity metrics most commonly and successfully employed in other fields were surveyed, adapted, benchmarked and compared. We investigated their response to different camera movement components as well as recording frequency and natural variations in fire, background and ambient conditions. The study was conducted in real video from six fire experimental scenarios, ranging from laboratory tests to large-scale controlled burns. Both Global and Local Sensitivity Analyses (GSA and LSA, respectively) were performed using state-of-the-art techniques. Based on the obtained results, two different similarity metrics are proposed to satisfy two different needs. A normalized version of Mutual Information is recommended as cost function during registration, whereas 2D correlation performed the best as quality control metric after registration. These results provide a sound basis for image alignment measurement and open the door to further developments in image registration, motion estimation and video stabilization for aerial monitoring of active wildland fires

Higher incidence of adverse events in isolated patients compared with non-isolated patients: A cohort study

Objective To determine whether isolated patients admitted to hospital have a higher incidence of adverse events (AEs), to identify their nature, impact and preventability. Design Prospective cohort study with isolated and non-isolated patients. Setting One public university hospital in the Valencian Community (southeast Spain). Participants We consecutively collected 400 patients, 200 isolated and 200 non-isolated, age =18 years old, to match according to date of entry, admission department, sex, age (±5 years) and disease severity from April 2017 to October 2018. Exclusion criteria: patients age <18 years old and/or reverse isolation patients. Primary and secondary outcome measures The primary outcome as the AE, defined according to the National Study of Adverse Effects linked to Hospitalisation (Estudio Nacional Sobre los Efectos Adversos) criteria. Cumulative incidence rates and AE incidence density rates were calculated. Results The incidence of isolated patients with AEs 16.5% (95% CI 11.4% to 21.6%) compared with 9.5% (95% CI 5.4% to 13.6%) in non-isolated (p<0.03). The incidence density of patients with AEs among isolated patients was 11.8 per 1000?days/patient (95%?CI 7.8 to 15.9) compared with 4.3 per 1000?days/patient (95%?CI 2.4 to 6.3) among non-isolated patients (p<0.001). The incidence of AEs among isolated patients was 18.5% compared with 11% for non-isolated patients (p<0.09). Among the 37 AEs detected in 33 isolated patients, and the 22 AEs detected in 19 non-isolated patients, most corresponded to healthcare-associated infections (HAIs) for both isolated and non-isolated patients (48.6% vs 45.4%). There were significant differences with respect to the preventability of AEs, (67.6% among isolated patients compared with 52.6% among non-isolated patients). Conclusions AEs were significantly higher in isolated patients compared with non-isolated patients, more than half being preventable and with HAIs as the primary cause. It is essential to improve training and the safety culture of healthcare professionals relating to the care provided to this type of patient

Differences in the clinical management of women and men after detection of a solitary pulmonary nodule in clinical practice

Objectives To explore differences in the clinical management of men and women in the 5 years after detecting a solitary pulmonary nodule (SPN) by chest radiograph or CT in routine clinical practice. Methods We followed up 545 men and 347 women with an SPN detected by chest radiograph or CT in a retrospective cohort of 25,422 individuals undergoing routine thoracic imaging in 2010–2011.We compared the frequency of each management strategy (no further test, immediate intervention or follow up) according to sex by means of chi-squared.We estimated the relative risk of women versus men of having been followed up instead of an immediate intervention using multivariate logistic regression. We compared by sex the time between detection of the nodule and lung cancer diagnosis, the time between diagnosis and death by means of Mann-Whitney U test and the cumulative effective dose of radiation in each management strategy by means of t test. Results Women were more likely than men to have follow-up rather than immediate intervention (aRR = 1.8, CI 1.3–2.7, p = 0.002), particularly in those who underwent CT (aRR = 4.2, CI 1.9–9.3, p < 0.001). The median time between SPN detection and lung cancer diagnosis was higher in women (4.2 months, interquartile range (IQR) 5.1) than in men (1.5 months, IQR 16.2). The mean cumulative effective dose was 21.3 mSv, 19.4 mSv in men and 23.9mv in women (p = 0.023). Conclusions Our results could reflect decisions based on a greater suspicion of lung cancer in men. The incidental detection of SPNs is increasing, and it is necessary to establish clear strategies aimed to reduce variability in their management according to patient’s sex

Measurement of the cross-section and charge asymmetry of WW bosons produced in proton-proton collisions at s=8\sqrt{s}=8 TeV with the ATLAS detector

This paper presents measurements of the $W^+ \rightarrow \mu^+\nu$ and $W^- \rightarrow \mu^-\nu$ cross-sections and the associated charge asymmetry as a function of the absolute pseudorapidity of the decay muon. The data were collected in proton--proton collisions at a centre-of-mass energy of 8 TeV with the ATLAS experiment at the LHC and correspond to a total integrated luminosity of 20.2~\mbox{fb^{-1}}. The precision of the cross-section measurements varies between 0.8% to 1.5% as a function of the pseudorapidity, excluding the 1.9% uncertainty on the integrated luminosity. The charge asymmetry is measured with an uncertainty between 0.002 and 0.003. The results are compared with predictions based on next-to-next-to-leading-order calculations with various parton distribution functions and have the sensitivity to discriminate between them.Comment: 38 pages in total, author list starting page 22, 5 figures, 4 tables, submitted to EPJC. All figures including auxiliary figures are available at https://atlas.web.cern.ch/Atlas/GROUPS/PHYSICS/PAPERS/STDM-2017-13

Search for chargino-neutralino production with mass splittings near the electroweak scale in three-lepton final states in √s=13 TeV pp collisions with the ATLAS detector

A search for supersymmetry through the pair production of electroweakinos with mass splittings near the electroweak scale and decaying via on-shell W and Z bosons is presented for a three-lepton final state. The analyzed proton-proton collision data taken at a center-of-mass energy of √s=13  TeV were collected between 2015 and 2018 by the ATLAS experiment at the Large Hadron Collider, corresponding to an integrated luminosity of 139  fb−1. A search, emulating the recursive jigsaw reconstruction technique with easily reproducible laboratory-frame variables, is performed. The two excesses observed in the 2015–2016 data recursive jigsaw analysis in the low-mass three-lepton phase space are reproduced. Results with the full data set are in agreement with the Standard Model expectations. They are interpreted to set exclusion limits at the 95% confidence level on simplified models of chargino-neutralino pair production for masses up to 345 GeV

Measurements of fiducial and differential cross sections for Higgs boson production in the diphoton decay channel at s√=8 TeV with ATLAS

Measurements of fiducial and differential cross sections are presented for Higgs boson production in proton-proton collisions at a centre-of-mass energy of s√=8 TeV. The analysis is performed in the H → γγ decay channel using 20.3 fb−1 of data recorded by the ATLAS experiment at the CERN Large Hadron Collider. The signal is extracted using a fit to the diphoton invariant mass spectrum assuming that the width of the resonance is much smaller than the experimental resolution. The signal yields are corrected for the effects of detector inefficiency and resolution. The pp → H → γγ fiducial cross section is measured to be 43.2 ±9.4(stat.) − 2.9 + 3.2 (syst.) ±1.2(lumi)fb for a Higgs boson of mass 125.4GeV decaying to two isolated photons that have transverse momentum greater than 35% and 25% of the diphoton invariant mass and each with absolute pseudorapidity less than 2.37. Four additional fiducial cross sections and two cross-section limits are presented in phase space regions that test the theoretical modelling of different Higgs boson production mechanisms, or are sensitive to physics beyond the Standard Model. Differential cross sections are also presented, as a function of variables related to the diphoton kinematics and the jet activity produced in the Higgs boson events. The observed spectra are statistically limited but broadly in line with the theoretical expectations